iNeuron Internship Project : Swiggy Data Analysis

BY : Prateek Magdum

Data Pre-processing & Cleaning -

Observation

  1. Mean Rating for Swiggy is 4.061 which is good for Customers.

  2. Average Cost for two person is approximately 321 rupees.

  3. Max Rating and Cost for two is 4.8 and 800 rupees respectively.

Observation

  1. Most liked food is from Khichdi Experiment which have Home Food, Healthy Food, Indian cuisines and have highest rating of 4.8

  2. Ice cream business is more liked in Koramangala

  3. Minimum cost for two is From shop "Maa di Hatti"

Area-wise Analysis

Area Koramangala

Area Jayanagar

Area HSR

Area BTM

Conclusion:

As we can see that the Area-wise Rating & Cost for Two varies as following:

BTM : Most has 4.0 to 4.2 Rating and Approx. Cost for Two People lies between 200 to 350. (Max. Cost goes upto 600)

HSR : Most has 4 or above Rating and Approx. Cost for Two People lies between 300 to 400. (Max. Cost goes upto 800)

Koramangala : Most has 4.0 to 4.3 Rating and Approx. Cost for Two People lies between 200 to 350. (Max. Cost goes upto 600)

With this we can conclude the Most Costly Area is HSR

Revenue Area wise

Conclusion:

Maximum Revenue is from Koramangala and Maximum number of shops are from Koramangala

CUISINE ANALYSIS:

Conclusion:

  1. From the above Visualizations, We can say, Most of the Resturants sell "Chinese" which is around '19.89' followed by "North Indian" & "South Indian" Cuisines which are around '18.18' & '13.07'.
  2. We can also infer that Most of the people are fond of these Cusines.

Cuisines :Area-wise Analysis:

BTM Area

Conclusion:

From the above Visualizations, We can say, In BTM Area, Most of the Resturants sell "Chinese" which is around '16.4%' followed by "North Indian" & "South Indian" Cuisines which are around '16.4%' & '9.48%'.

So, We can also infer that Most of the people are fond of these Cusines.

Area HSR

Conclusion:

We can say, In HSR Area, "North Indian" Cuisines are dominated by around '17.4%' followed by "Chinese" & "South Indian" Cuisines '10.9%' & '8.7%' Restaurants respectively.

In HSR Area, We may have more "North Indian" people staying there.

Koramangala Area

Conclusion:

We can say, In Koramangala Area, "North Indian" Cuisines are dominated by around '12%' followed by "Chinese" Cuisine is 10.8% & "South Indian" Cuisine is 7.78%

So, We can also infer that Most of the people are fond of the "North Indian" Cuisine

WordCloud Representation for Cuisines:¶